{"id":"W7019797466","doi":"","title":"“I Need You to Pretend to Date Me” Tracing Fanwork from Source to its Furthest Extreme","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Tracing; Field (mathematics); Feature (linguistics); Bathymetry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283356,0.0005872893,0.000267632,0.003310827,0.007006177,0.006477498,0.0007617322,0.001020487,0.005773778],"category_scores_gemma":[0.008482107,0.0002570964,0.0002992181,0.001403213,0.008061294,0.005009583,0.003306245,0.00239095,0.0009607766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234214,"about_ca_system_score_gemma":0.001523716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005475215,"about_ca_topic_score_gemma":0.01352955,"domain_scores_codex":[0.9983184,0.0009205125,0.00003275112,0.0002093087,0.0003445641,0.0001745325],"domain_scores_gemma":[0.9971433,0.001623338,0.0002437982,0.0002339487,0.0004462119,0.0003092815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005321796,0.00004718021,0.008215385,0.0001824567,0.00001137334,0.0005271229,0.8802799,0.00009698862,0.001481332,0.05383765,0.01041694,0.04485049],"study_design_scores_gemma":[0.000008504919,0.0000700977,0.01416547,0.001046533,0.00001262273,0.0007394883,0.7536469,0.000368331,0.001295913,0.01171186,0.2168991,0.00003518114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6581293,0.002811495,0.03209113,0.008328471,0.0008852596,0.0002825904,0.0005100255,0.000242955,0.2967188],"genre_scores_gemma":[0.9526352,0.001695356,0.01119725,0.0009504014,0.0001601861,0.0002122072,0.0001998429,0.0002908851,0.03265865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007006177,"threshold_uncertainty_score":0.01931524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499676875584538,"score_gpt":0.2669325100916896,"score_spread":0.2119357413358442,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}